发现优秀的 MCP 服务器

outlook-mcp

Enables AI assistants to interact with Microsoft Outlook for macOS, managing emails, calendar events, and contacts, with local AI processing via Ollama.

arXiv-Search-MCP-Server

关于一个用于 arXiv 搜索的 MCP 服务器

tracearr-mcp

MCP server exposing Tracearr's Public API v2 as read-only tools to query Plex, Jellyfin, and Emby monitoring data such as watch history, active streams, media, users, libraries, and recently added items.

canlii-mcp

MCP server providing access to Canadian legal information metadata (case law and legislation) from CanLII.

mcp-server-tree-sitter

一个模型上下文协议 (MCP) 服务器，它使用 tree-sitter 提供代码分析功能，旨在让 Claude 能够智能地访问代码库，并进行适当的上下文管理。

yandex-mail-mcp

Provides 28 tools to read, search, send, and manage Yandex Mail emails via the Model Context Protocol.

cdc-health-mcp-server

Discover and query CDC public health datasets via the Socrata SODA API. Provides tools for dataset discovery, schema inspection, and SoQL queries, plus resources and a guided prompt for health trend analysis.

Universal MCP Server

Multi-mode MCP server supporting both Claude Desktop (STDIO) and OpenAI (HTTP/SSE) integrations with file operations including read, write, delete, and search capabilities.

RAG_MCP

一个检索增强生成（Retrieval-Augmented Generation, RAG）服务器，它具备OCR功能，能够进行语义PDF搜索。用户可以通过任何MCP客户端查询文档内容，并获得智能化的答案。

package-registry-mcp

Enables AI assistants to search and retrieve detailed package information from multiple package registries (NPM, crates.io, NuGet, PyPI, Go).

lms-mcp

MCP server that provides LLM tools to interact with Lyrion Music Server (LMS), enabling player control, playback management, playlist operations, and music library search.

image-analyzer-mcp

Analyzes images via OpenAI-compatible vision APIs, returning structured JSON for layout, components, colors, typography, and issues, with tools for single image analysis, comparison, and clipboard image analysis.

Grafana MCP Server

Enables AI-powered integration with Grafana instances through 52 MCP tools for dashboard management, Prometheus/Loki queries, alerting, and administrative functions. Supports complete Grafana functionality including metrics exploration, log analysis, and incident response through natural language.

Unreal-MCP

Open-source MCP server connecting AI agents (Claude, Cursor, GitHub Copilot, Gemini, and more) to Unreal Engine 5.7, editor and runtime (C++ plugin + .NET sidecar).

GEO Analysis for AI SEO

GEO (Generative Engine Optimisation). This tool shows you exactly how AI search engines see your content - claim density, writing quality, E-E-A-T signals, extractability. Research-backed metrics that correlate with 40% higher AI citation rates.

Systemprompt MCP Gmail Server

使用户能够通过 MCP 协议，使用 AI 代理辅助操作来管理 Gmail 帐户，支持电子邮件搜索、阅读、删除和发送，并具有语音驱动的界面。

usp-mcp

MCP server for Universidade de São Paulo's student systems (Moodle, JupiterWeb) enabling assistants to query grades, schedule, tasks, and more via secure backend.

AI Governance MCP Server

A semantic retrieval system that gives AI assistants on-demand access to domain-specific governance principles — a queryable 'second brain' of encoded standards.

Playwright HTML Render

Enables HTML page analysis, verification, and automated correction using Playwright for rendering and Mistral AI for visual inspection. Captures screenshots, analyzes renders against specifications, and generates fixes for HTML issues.

Depureco Industrial Vacuum Explorer

Remote MCP Server for industrial vacuum cleaner configuration. Query 150+ products across 24 industrial sectors with full ATEX certification data, technical specs, and accessory compatibility. No authentication required.

mcp-cbs-nl

Enables querying Statistics Netherlands (CBS) data, including metadata for tables like '37296eng', through an MCP interface.

Frappe MCP

Read-only MCP server for TourScale ERPNext, enabling agents to query franchisees, agreements, invoices, and GL entries via natural language.

Pinterest MCP Server by CData

This read-only MCP Server allows you to connect to Pinterest data from Claude Desktop through CData JDBC Drivers. Free (beta) read/write servers available at https://www.cdata.com/solutions/mcp

see-what-i-mean

MCP server that gives text-only agents like Claude Code and Codex image, video, and audio analysis capabilities through local setup and multiple AI providers.

pfSense MCP Server

A production-grade server that enables natural language interaction with pfSense firewalls through Claude Desktop and other GenAI applications, supporting multiple access levels and functional categories.

proratia-mcp

A generic MCP server that fetches OpenAPI/Swagger specs from any target API, with auto-discovery and Docker containerization.

GPTers Search MCP Server

这是一个 MCP 服务器，用于搜索 GPTers AI 学习社区的知识。

kitchen-co-mcp

Enables AI agents to interact with Kitchen.co via the Model Context Protocol, supporting tasks, boards, conversations, files, and more through secure profile-based authentication.

MultiGmailMCP

A local MCP server that lets Claude Desktop search, read, draft, and send email across multiple Gmail accounts with configurable safeguards, including two-step sending and no permanent deletion.